code: def forward(self, x):
      self.lstm.flatten_parameters()
      o, (_, _) = self.lstm(x)
      return self.linear(o)
  
file_path: TTS/TTS/speaker_encoder/model.py
imports: import torch
  from torch import nn
label_desc: Use image node_id 2 for calling the LSTMWithProjection obj's underlying member method code with example usage: obj.forward(x) and returns: self